Literature DB >> 31065413

Attenuation correction assisted automatic segmentation for assessing choroidal thickness and vasculature with swept-source OCT.

Hao Zhou1, Zhongdi Chu1, Qinqin Zhang1, Yining Dai1,2, Giovanni Gregori3, Philip J Rosenfeld3, Ruikang K Wang1,4.   

Abstract

Swept source optical coherence tomography (SS-OCT) is being used more widely in clinical studies to investigate the choroid due to its deeper penetration under the retinal pigment epithelium and improved image quality compared with spectral domain OCT. However, automatic methods to reliably assess choroidal thickness and vasculature are still limited. This paper reports an approach that applies attenuation correction on SS-OCT structural scans to facilitate accurate automatic segmentation of the choroid and provides visualization of the choroidal vasculature without the necessity of OCT angiography. After attenuation correction, enhanced interlayer contrast at the choroidal-scleral interface was observed (from 0.13 ± 0.05 to 0.29 ± 0.10; P < 0.001). An algorithm that segmented the choroid from attenuation compensated B-scans achieved significantly higher accuracy when compared with an automated segmentation performed on regular OCT scans (91.8 ± 3.7% vs.74.5 ± 8.0%; P < 0.01). After attenuation correction, en face images of choroidal vessels were achieved with fewer artifacts from retinal vessels. Measurements of mean choroidal thickness and vessel density showed high repeatability. The attenuation correction assisted segmentation of the choroid and visualization of the choroidal vasculature will be helpful in studying the quantitative changes that occur in a myriad of diseases involving the choroid such as age-related macular degeneration, polypoidal choroidal vasculopathy, pathologic myopia, central serous chorioretinopathy, and inflammatory eye conditions.

Entities:  

Year:  2018        PMID: 31065413      PMCID: PMC6490991          DOI: 10.1364/BOE.9.006067

Source DB:  PubMed          Journal:  Biomed Opt Express        ISSN: 2156-7085            Impact factor:   3.732


  47 in total

1.  Signal degradation by multiple scattering in optical coherence tomography of dense tissue: a Monte Carlo study towards optical clearing of biotissues.

Authors:  Ruikang K Wang
Journal:  Phys Med Biol       Date:  2002-07-07       Impact factor: 3.609

2.  Sensitivity advantage of swept source and Fourier domain optical coherence tomography.

Authors:  Michael Choma; Marinko Sarunic; Changhuei Yang; Joseph Izatt
Journal:  Opt Express       Date:  2003-09-08       Impact factor: 3.894

3.  In vivo volumetric imaging of vascular perfusion within human retina and choroids with optical micro-angiography.

Authors:  Lin An; Ruikang K Wang
Journal:  Opt Express       Date:  2008-07-21       Impact factor: 3.894

4.  Enhanced depth imaging spectral-domain optical coherence tomography.

Authors:  Richard F Spaide; Hideki Koizumi; Maria C Pozzoni; Maria C Pozonni
Journal:  Am J Ophthalmol       Date:  2008-07-17       Impact factor: 5.258

5.  Characterization of atherosclerosis plaques by measuring both backscattering and attenuation coefficients in optical coherence tomography.

Authors:  Chenyang Xu; Joseph M Schmitt; Stephane G Carlier; Renu Virmani
Journal:  J Biomed Opt       Date:  2008 May-Jun       Impact factor: 3.170

6.  Subfoveal choroidal thickness after treatment of central serous chorioretinopathy.

Authors:  Ichiro Maruko; Tomohiro Iida; Yukinori Sugano; Akira Ojima; Masashi Ogasawara; Richard F Spaide
Journal:  Ophthalmology       Date:  2010-05-15       Impact factor: 12.079

7.  Quantitative measurement of attenuation coefficients of bladder biopsies using optical coherence tomography for grading urothelial carcinoma of the bladder.

Authors:  Evelyne C C Cauberg; Daniel M de Bruin; Dirk J Faber; Theo M de Reijke; Mike Visser; Jean J M C H de la Rosette; Ton G van Leeuwen
Journal:  J Biomed Opt       Date:  2010 Nov-Dec       Impact factor: 3.170

8.  Metabolic dependence of photoreceptors on the choroid in the normal and detached retina.

Authors:  R A Linsenmeier; L Padnick-Silver
Journal:  Invest Ophthalmol Vis Sci       Date:  2000-09       Impact factor: 4.799

9.  A pilot study of enhanced depth imaging optical coherence tomography of the choroid in normal eyes.

Authors:  Ron Margolis; Richard F Spaide
Journal:  Am J Ophthalmol       Date:  2009-02-20       Impact factor: 5.258

10.  Enhanced depth imaging optical coherence tomography of the choroid in central serous chorioretinopathy.

Authors:  Yutaka Imamura; Takamitsu Fujiwara; Ron Margolis; Richard F Spaide
Journal:  Retina       Date:  2009 Nov-Dec       Impact factor: 4.256

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  25 in total

1.  Automated morphometric measurement of the retinal pigment epithelium complex and choriocapillaris using swept source OCT.

Authors:  Hao Zhou; Yining Dai; Giovanni Gregori; Philip R Rosenfeld; Jacque L Duncan; Daniel M Schwartz; Ruikang K Wang
Journal:  Biomed Opt Express       Date:  2020-03-06       Impact factor: 3.732

2.  Age-Related Changes in Choroidal Thickness and the Volume of Vessels and Stroma Using Swept-Source OCT and Fully Automated Algorithms.

Authors:  Hao Zhou; Yining Dai; Yingying Shi; Jonathan F Russell; Cancan Lyu; Jila Noorikolouri; William J Feuer; Zhongdi Chu; Qinqin Zhang; Luis de Sisternes; Mary K Durbin; Giovanni Gregori; Philip J Rosenfeld; Ruikang K Wang
Journal:  Ophthalmol Retina       Date:  2019-10-01

3.  Three-dimensional choroidal vascularity index in acute central serous chorioretinopathy using swept-source optical coherence tomography.

Authors:  Jingyuan Yang; Erqian Wang; Mingzhen Yuan; Youxin Chen
Journal:  Graefes Arch Clin Exp Ophthalmol       Date:  2019-11-14       Impact factor: 3.117

4.  Interocular asymmetry of choroidal thickness and vascularity index measurements in normal eyes assessed by swept-source optical coherence tomography.

Authors:  Jie Lu; Hao Zhou; Yingying Shi; James Choe; Mengxi Shen; Liang Wang; Kelly Chen; Qinqin Zhang; William J Feuer; Giovanni Gregori; Philip J Rosenfeld; Ruikang K Wang
Journal:  Quant Imaging Med Surg       Date:  2022-01

5.  Optimized OCT-based depth-resolved model for attenuation compensation using point-spread-function calibration.

Authors:  Yaning Wang; Shuwen Wei; Shoujing Guo; Jin U Kang
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2021-03-05

6.  Automatic geographic atrophy segmentation using optical attenuation in OCT scans with deep learning.

Authors:  Zhongdi Chu; Liang Wang; Xiao Zhou; Yingying Shi; Yuxuan Cheng; Rita Laiginhas; Hao Zhou; Mengxi Shen; Qinqin Zhang; Luis de Sisternes; Aaron Y Lee; Giovanni Gregori; Philip J Rosenfeld; Ruikang K Wang
Journal:  Biomed Opt Express       Date:  2022-02-07       Impact factor: 3.732

7.  Optical Coherence Tomography Measurements of the Retinal Pigment Epithelium to Bruch Membrane Thickness Around Geographic Atrophy Correlate With Growth.

Authors:  Zhongdi Chu; Yingying Shi; Xiao Zhou; Liang Wang; Hao Zhou; Rita Laiginhas; Qinqin Zhang; Yuxuan Cheng; Mengxi Shen; Luis de Sisternes; Mary K Durbin; William Feuer; Giovanni Gregori; Philip J Rosenfeld; Ruikang K Wang
Journal:  Am J Ophthalmol       Date:  2021-11-13       Impact factor: 5.258

8.  Imaging human skin autograft integration with optical coherence tomography.

Authors:  Anthony J Deegan; Jie Lu; Rajendra Sharma; Samuel P Mandell; Ruikang K Wang
Journal:  Quant Imaging Med Surg       Date:  2021-02

9.  Correlations Between Choriocapillaris and Choroidal Measurements and the Growth of Geographic Atrophy Using Swept Source OCT Imaging.

Authors:  Yingying Shi; Qinqin Zhang; Hao Zhou; Liang Wang; Zhongdi Chu; Xiaoshuang Jiang; Mengxi Shen; Marie Thulliez; Cancan Lyu; William Feuer; Luis de Sisternes; Mary K Durbin; Giovanni Gregori; Ruikang K Wang; Philip J Rosenfeld
Journal:  Am J Ophthalmol       Date:  2020-12-24       Impact factor: 5.258

10.  Swept-Source OCT Angiographic Characteristics of Treatment-Naïve Nonexudative Macular Neovascularization in AMD Prior to Exudation.

Authors:  Mengxi Shen; Qinqin Zhang; Jin Yang; Hao Zhou; Zhongdi Chu; Xiao Zhou; William Feuer; Xiaoshuang Jiang; Yingying Shi; Luis de Sisternes; Mary K Durbin; Ruikang K Wang; Giovanni Gregori; Philip J Rosenfeld
Journal:  Invest Ophthalmol Vis Sci       Date:  2021-05-03       Impact factor: 4.799

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